{"id":"W4406995692","doi":"10.3390/curroncol32020077","title":"Physical Activity and Depression in Breast Cancer Patients: Mechanisms and Therapeutic Potential","year":2025,"lang":"en","type":"review","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shenzhen Hospital, Southern Medical University; Southern Medical University","keywords":"Antidepressant; Breast cancer; Medicine; Depression (economics); Mechanism (biology); Psychological intervention; Physical activity; Cancer; Bioinformatics; Psychiatry; Anxiety; Physical therapy; Internal medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005038355,0.0006086685,0.001311294,0.001169892,0.0002293936,0.0008476813,0.0006261324,0.0009920062,0.003197724],"category_scores_gemma":[0.001053234,0.0002015857,0.0008587476,0.001157287,0.0002757414,0.0005802067,0.0005320277,0.001285607,0.0008016056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004210937,"about_ca_system_score_gemma":0.0009895916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240678,"about_ca_topic_score_gemma":0.002777098,"domain_scores_codex":[0.999822,0.0000536769,0.00003346656,0.00002565806,0.00004852412,0.00001673243],"domain_scores_gemma":[0.9996821,0.0001994229,0.00004603299,0.000005836119,0.00004858317,0.00001806002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009836035,0.00006860906,0.0004071371,0.04315209,0.0003676361,0.0001251919,0.00007202328,0.0002339562,0.0004352161,0.001953189,0.01622004,0.9368666],"study_design_scores_gemma":[0.0001154345,0.0003840482,0.006678355,0.04526788,0.001251927,0.002469428,0.00022449,0.000284525,0.0003788465,0.004101274,0.9387991,0.00004470658],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007823411,0.9993451,0.0000253351,0.0002240559,0.00007245008,0.000003229748,0.00001100341,0.000001830895,0.0002387295],"genre_scores_gemma":[0.0005992529,0.9990665,0.00004490134,0.0001061617,0.00006328554,0.000004836491,0.00001410164,3.388985e-7,0.0001006335],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003197724,"threshold_uncertainty_score":0.01069748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05546747806289089,"score_gpt":0.4218215280395324,"score_spread":0.3663540499766416,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}